{"id":"W3121207762","doi":"10.1111/epi.16820","title":"Antibody Prevalence in Epilepsy before Surgery (APES) in drug‐resistant focal epilepsy","year":2021,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Epilepsy; Medicine; Etiology; Epilepsy surgery; Drug Resistant Epilepsy; Internal medicine; Refractory (planetary science); Prospective cohort study; Antibody; Area under the curve; Pediatrics; Surgery; Immunology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006281937,0.0003351887,0.0002921734,0.001192352,0.0001728998,0.0004571943,0.0001859398,0.0004028612,0.001957414],"category_scores_gemma":[0.002161699,0.0001684432,0.0003242151,0.000536586,0.0001874745,0.0003690807,0.0004091095,0.0002650334,0.0003130733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401237,"about_ca_system_score_gemma":0.000111515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626647,"about_ca_topic_score_gemma":0.001592785,"domain_scores_codex":[0.999624,0.0001166177,0.00006660683,0.00008133087,0.0000611761,0.00005030337],"domain_scores_gemma":[0.9986392,0.0003534653,0.0007014329,0.0000393148,0.0001247036,0.0001418934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001428572,0.00001173294,0.9984691,0.000008563563,0.00002760859,0.00006600672,0.0000146997,0.00003319235,0.0002043893,0.000004746238,0.00002792833,0.0009892669],"study_design_scores_gemma":[0.000004233085,0.00008797608,0.9991442,0.000003700905,0.0000138653,0.0003934022,0.00003587384,0.0001747371,0.00007797781,0.000008978524,0.0000532639,0.00000176695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993054,0.0002095965,0.00007099555,0.0000150839,0.00000454967,0.000004924112,0.0001390447,0.000003396281,0.0002470932],"genre_scores_gemma":[0.9997191,0.00004462832,0.00004321706,0.00000503409,0.000004035361,0.000002865143,0.0001190751,5.408092e-7,0.00006153793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001957414,"threshold_uncertainty_score":0.006548226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855881194503337,"score_gpt":0.312126255863885,"score_spread":0.2935674439188516,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}